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A newer version of the Gradio SDK is available: 5.42.0

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metadata
license: apache-2.0
title: Text Summarization and Sentiment Analysis
sdk: gradio
emoji: 💻
colorFrom: green
colorTo: green
short_description: This repository contains a Gradio-based web application that

Gradio Interface for Text Summarization and Sentiment Analysis

This repository contains a Gradio-based web application that performs both text summarization and sentiment analysis using the Hugging Face transformers library. The summarization is based on facebook/bart-large-cnn, and sentiment analysis is done using Hugging Face’s default sentiment analysis pipeline.

Features

  • Summarize long texts into concise summaries.
  • Analyze the sentiment of the summarized text.
  • Gradio interface for easy interaction.

How It Works

  1. Summarization: Enter any long piece of text, and the model will generate a summary.
  2. Sentiment Analysis: After summarizing, the sentiment of the summary is evaluated, producing a label (e.g., 'POSITIVE', 'NEGATIVE') and a sentiment score.

Installation

  1. Clone the repository:
    git clone https://github.com/yourusername/your-repo-name.git
cd your-repo-name

Hugging Face:

https://huggingface.co/spaces/fahad11182/Text_Summarization_and_Sentiment